Clinician perspectives on machine learning prognostic algorithms in the routine care of patients with cancer: a qualitative study

Validation and Utility Testing of Clinical Prediction Models

(2020) Amin Adibi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

The Effect of Prognostic Communication on Patient Outcomes in Palliative Cancer Care: a Systematic Review

(2020) Naomi C. A. van der Velden et al.   CURRENT TREATMENT OPTIONS IN ONCOLOGY

Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness

(2020) Sebastian Vollmer et al.   BMJ-British Medical Journal

Effect of Integrating Machine Learning Mortality Estimates With Behavioral Nudges to Clinicians on Serious Illness Conversations Among Patients With Cancer

(2020) Christopher R. Manz et al.   JAMA Oncology

Validation of a Machine Learning Algorithm to Predict 180-Day Mortality for Outpatients With Cancer

(2020) Christopher R. Manz et al.   JAMA Oncology

Automated model versus treating physician for predicting survival time of patients with metastatic cancer

(2020) Michael F Gensheimer et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Impact of Accuracy of Survival Predictions on Quality of End-of-Life Care Among Patients With Metastatic Cancer Who Receive Radiation Therapy

(2019) Katherine Sborov et al.   Journal of Oncology Practice

Confirmation bias in medical decision-making

(2019) Dirk M. Elston   JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY

Dissecting racial bias in an algorithm used to manage the health of populations

(2019) Ziad Obermeyer et al.   SCIENCE

Artificial intelligence in cancer diagnosis and prognosis: Opportunities and challenges

(2019) Shigao Huang et al.   CANCER LETTERS

Algorithmic Decision-Making and the Control Problem

(2019) John Zerilli et al.   MINDS AND MACHINES

Development and Validation of Machine Learning Models for Prediction of 1-Year Mortality Utilizing Electronic Medical Record Data Available at the End of Hospitalization in Multicondition Patients: a Proof-of-Concept Study

(2018) Nishant Sahni et al.   JOURNAL OF GENERAL INTERNAL MEDICINE

Terminally Ill Cancer Patients’ Concordance between Preferred Life-Sustaining Treatment States in Their Last 6 Months of Life and Received Life-Sustaining Treatment States in Their Last Month: An Observational Study

(2018) Fur-Hsing Wen et al.   JOURNAL OF PAIN AND SYMPTOM MANAGEMENT

Automated deep-neural-network surveillance of cranial images for acute neurologic events

(2018) Joseph J. Titano et al.   NATURE MEDICINE

Patient-Clinician Communication: American Society of Clinical Oncology Consensus Guideline

(2017) Timothy Gilligan et al.   JOURNAL OF CLINICAL ONCOLOGY

Cognitive biases associated with medical decisions: a systematic review

(2016) Gustavo Saposnik et al.   BMC Medical Informatics and Decision Making

Machine learning applications in cancer prognosis and prediction

(2015) Konstantina Kourou et al.   Computational and Structural Biotechnology Journal

Physicians' perceptions of the value of prognostic models: the benefits and risks of prognostic confidence

(2014) Sarah A. M. Hallen et al.   HEALTH EXPECTATIONS

The effects of advance care planning on end-of-life care: A systematic review

(2014) Arianne Brinkman-Stoppelenburg et al.   PALLIATIVE MEDICINE

A qualitative analysis of responses to a question prompt list and prognosis and end-of-life care discussion prompts delivered in a communication support program

(2014) Adam Walczak et al.   PSYCHO-ONCOLOGY

Communication About Serious Illness Care Goals

(2014) Rachelle E. Bernacki et al.   JAMA Internal Medicine

Health Care Costs for Patients With Cancer at the End of Life

(2012) Benjamin Chastek et al.   Journal of Oncology Practice

Associations Between End-of-Life Discussions, Patient Mental Health, Medical Care Near Death, and Caregiver Bereavement Adjustment

(2008) Alexi A. Wright   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Aggressiveness of Cancer Care Near the End of Life: Is It a Quality-of-Care Issue?

(2008) Craig C. Earle et al.   JOURNAL OF CLINICAL ONCOLOGY